BAYAMON MEDICAL CENTER
1. Target Overview & Investment Thesis
BAYAMON MEDICAL CENTER is a 207-bed safety-net/medicaid heavy in nan, PR with $81.7M in net patient revenue and a 0.6% operating margin. The hospital serves a payer mix of 6.2% Medicare, 30.1% Medicaid, and 63.8% commercial.
Thesis: Undervalued. Our ML models identify $6.0M in annual EBITDA improvement potential from RCM optimization across 5 levers, lifting margin from 0.6% to 8.0% (+736bps).
| Net Revenue HCRIS | $81.7M |
| Current EBITDA COMPUTED | $527K |
| Operating Margin COMPUTED | 0.6% |
| Occupancy HCRIS | 71.6% |
| Revenue / Bed COMPUTED | $394K |
| Net-to-Gross HCRIS | 66.6% |
| Distress Probability ML | 54.3% |
2. Market Context & Competitive Position
PR has 61 Medicare-certified hospitals with a median operating margin of -8.8%. The target's margin of 0.6% places it above the state median. Among 36 size-comparable peers (104-414 beds), the median margin is -6.4%. The target performs in line with or above peers.
3. RCM Performance Analysis — Comparable Hospitals
Comps selected by bed count (104-414), prioritizing same-state peers. 36 hospitals in the comp set.
| Hospital | State | Beds | Revenue | Margin |
|---|---|---|---|---|
| BAYAMON MEDICAL CENTER (Target) | PR | 207 | $81.7M | 0.6% |
| HOSPITAL MENONITA DE CAYEY | PR | 225 | $186.2M | 15.0% |
| SAN LUCAS PONCE | PR | 348 | $141.1M | 9.2% |
| HOSPITAL DR. ALEJANDRO OTERO | PR | 263 | $129.0M | -1.0% |
| HOSPITAL MENONITA CAGUAS INC | PR | 232 | $114.1M | 6.8% |
| DOCTOR CENTER HOSPITAL MANATI | PR | 258 | $103.4M | 1.6% |
| MAYAGUEZ MEDICAL CENTER | PR | 210 | $102.8M | 7.6% |
| HOSPITAL PAVIA SANTURCE | PR | 156 | $101.9M | -9.4% |
| UNIVERSITY DISCTRICT HOSPITAL | PR | 210 | $97.4M | -43.2% |
4. Predicted Improvement Opportunities
Improvement targets set at P75 of comparable peers with 60% gap closure assumption. Coefficients calibrated to published research bands. Total EBITDA uplift: $6.0M (736bps margin improvement).
| Lever | Current | Target | EBITDA Impact | Margin | Ramp |
|---|---|---|---|---|---|
| Net Collection Rate | 93.5% | 97.0% | $1.7M | +210bp | 18mo |
| Cost to Collect | 4.5% | 2.5% | $1.6M | +200bp | 12mo |
| Denial Rate Reduction | 12.0% | 6.5% | $1.6M | +198bp | 12mo |
| A/R Days Reduction | 5200.0% | 3800.0% | $994K | +122bp | 9mo |
| Clean Claim Rate | 88.0% | 96.0% | $52K | +6bp | 6mo |
5. EBITDA Bridge
| Current EBITDA | $527K |
| + RCM Uplift | +$6.0M |
| Pro Forma EBITDA | $6.5M |
| Current Margin | 0.6% |
| Pro Forma Margin | 8.0% |
| WC Released (1x) | $3.1M |
6. Returns Analysis — Scenario Matrix
5-year hold, 5.5x leverage, 3% organic growth, 10%/yr debt paydown. Base case uses 100% of predicted RCM uplift. Bull case: 130% uplift at lower entry. Bear case: 50% uplift at higher entry.
| Scenario | Entry | Exit | Equity In | Equity Out | MOIC | IRR |
|---|---|---|---|---|---|---|
| Base Case | 10.0x | 10.0x | $810K | $63.6M | 78.48x | 139.3% |
| Base (11x exit) | 10.0x | 11.0x | $810K | $70.2M | 86.65x | 144.1% |
| Bull Case | 9.0x | 11.0x | $729K | $90.3M | 123.84x | 162.2% |
| Bull (12x exit) | 9.0x | 12.0x | $729K | $98.7M | 135.39x | 166.9% |
| Bear Case | 11.0x | 10.0x | $891K | $33.3M | 37.32x | 106.2% |
| Bear (11x exit) | 11.0x | 11.0x | $891K | $36.9M | 41.38x | 110.5% |
7. Key Risks & Mitigants
| Severity | Risk Factor | Mitigant |
|---|---|---|
| Medium | Elevated Medicaid exposure (30.1%) | Medicaid reimburses below cost in most states. Mitigant: denial reduction lever has highest impact on Medicaid claims |
| High | Elevated distress probability | Model estimates 54.3% probability of financial distress. Mitigant: distressed entry pricing (7-9x) compensates for risk |
8. Data Sources & Methodology Appendix
Data Sources
- CMS HCRIS Cost Reports (Medicare-certified hospitals)
- CMS Medicare Utilization (DRG-level volumes)
- CMS Chronic Conditions (county-level disease prevalence)
- HCRIS multi-year trend data (financial time series)
Comparable Selection
- 36 hospitals with 104-414 beds
- Same-state prioritization (n=37)
- Comp margins: P25=-20.7% / P50=-6.4% / P75=1.3%
Bridge Methodology
- Targets: P75 of comparable peers (60% gap closure)
- Denial: avoidable share = 35% of delta × NPR
- AR: bad debt coefficient = $0.65 per day per $1K NPR
- NCR: 60% coefficient on collection rate improvement
- CDI: 0.75% of Medicare revenue per 0.01 CMI point
Returns Assumptions
- Leverage: 5.5x entry (84.6% debt / 15.4% equity)
- Organic growth: 3% annual EBITDA growth
- Debt paydown: 10% of principal per year
- Hold period: 5 years
Generated by SeekingChartis on April 26, 2026. All predictions use public data only. Confidence intervals calibrated via split conformal prediction (90% coverage target). This memo is for informational purposes and does not constitute investment advice.